quantile regression - Robuta Search

https://ideas.repec.org/a/eee/econom/v218y2020i1p178-215.html On the unbiased asymptotic normality of quantile regression with fixed effects Downloadable (with restrictions)! Nonlinear panel data models with fixed individual effects provide an important set of tools for describing microeconometric... on the asymptotic normality quantile regression unbiased https://ideas.repec.org/p/ecm/wc2000/1894.html Quantile Regression Under Random Censoring Downloadable! No abstract is available for this item. quantile regression random censoring https://ideas.repec.org/a/uwp/jhriss/v33y1998i1p88-126.html Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research Downloadable (with restrictions)! This paper provides a guideline for the practical use of the semi-parametric technique of quantile regression, concentrating... quantile regression https://ideas.repec.org/p/wuu/wpaper/hsc1409.html Probabilistic forecasting of electricity spot prices using Factor Quantile Regression Averaging Downloadable! We examine possible accuracy gains from using factor models, quantile regression and forecast averaging for computing interval forecasts of... probabilistic forecasting spot prices quantile regression electricity https://ideas.repec.org/p/ifs/cemmap/01-04.html Quantile regression methods for recursive structural equation models Downloadable! Two classes of quantile regression estimation methods for the recursive structural equation models of Chesher (2003) are investigated. A class of... quantile regression structural equation methods recursive models https://openreview.net/forum?id=-WXCYvc5E-P Perturbed Quantile Regression for Distributional Reinforcement Learning | OpenReview Distributional reinforcement learning aims to learn distribution of return under stochastic environments. Since the learned distribution of return contains... quantile regression reinforcement learning distributional openreview https://ideas.repec.org/p/ifs/cemmap/08-04.html Endogeneity in quantile regression models: a control function approach Downloadable! This paper considers a linear triangular simultaneous equations model with conditional quantile restrictions. The paper adjusts for endogeneity... quantile regression control function endogeneity models approach https://deepai.org/publication/conformalized-fairness-via-quantile-regression Conformalized Fairness via Quantile Regression | DeepAI Oct 5, 2022 - 10/05/22 - Algorithmic fairness has received increased attention in socially sensitive domains. While rich literature on mean fairness has be... quantile regression fairness via deepai https://studylib.net/doc/25650218/asset-valuation-method Housing Prices in Izmir, Turkey: A Quantile Regression Analysis Research paper analyzing factors affecting housing prices in Izmir, Turkey using quantile regression. Includes insights for consumers, developers, and... housing prices izmir turkey quantile regression analysis https://www.usgs.gov/publications/a-gentle-introduction-quantile-regression-ecologists A gentle introduction to quantile regression for ecologists | U.S. Geological Survey Quantile regression is a way to estimate the conditional quantiles of a response variable distribution in the linear model that provides a more complete view... quantile regression https://ideas.repec.org/p/iza/izadps/dp7720.html Spillover Effects of Studying with Immigrant Students: A Quantile Regression Approach Downloadable! We analyze how the share of immigrant children in the classroom affects the educational attainment of native Dutch children in terms of their... spillover effects immigrant students quantile regression studying https://jmlr.org/papers/v24/22-1217.html Confidence Intervals and Hypothesis Testing for High-dimensional Quantile Regression: Convolution... confidence intervals hypothesis testing high dimensional quantile regression https://openreview.net/forum?id=DUZbGAXcyL Continuous Vector Quantile Regression | OpenReview Vector quantile regression (VQR) estimates the conditional vector quantile function (CVQF), a fundamental quantity which fully represents the conditional... quantile regression continuous vector openreview https://jmlr.org/papers/v22/20-1462.html Non-parametric Quantile Regression via the K-NN Fused Lasso non parametric quantile regression the k via nn https://ideas.repec.org/a/eee/econom/v132y2006i2p491-525.html Instrumental quantile regression inference for structural and treatment effect models Downloadable (with restrictions)! No abstract is available for this item. quantile regression treatment effect instrumental inference structural https://www.amazon.science/publications/optimizing-hyperparameters-with-conformal-quantile-regression Optimizing hyperparameters with conformal quantile regression - Amazon Science Many state-of-the-art hyperparameter optimization (HPO) algorithms rely on model-based optimizers that learn surrogate models of the target function to guide... quantile regression optimizing hyperparameters conformal amazon https://ideas.repec.org/p/azt/cemmap/08-04.html Endogeneity in quantile regression models: a control function approach Downloadable! This paper considers a linear triangular simultaneous equations model with conditional quantile restrictions. The paper adjusts for endogeneity... quantile regression control function endogeneity models approach https://www.jmlr.org/beta/papers/v24/21-1280.html Calibrated Multiple-Output Quantile Regression with Representation Learning quantile regression calibrated multiple output representation https://openreview.net/forum?id=L8nSGvoyvb Relaxed Quantile Regression: Prediction Intervals for Asymmetric Noise | OpenReview Constructing valid prediction intervals rather than point estimates is a well-established approach for uncertainty quantification in the regression setting.... quantile regression relaxed prediction intervals asymmetric https://www.econstor.eu/handle/10419/314217 EconStor: Functional coefficient quantile regression model with time-varying loadings EconStor is a publication server for scholarly economic literature, provided as a non-commercial public service by the ZBW. quantile regression econstor functional coefficient model https://www.econstor.eu/handle/10419/289899 EconStor: Quantile regression with an endogenous misclassified binary regressor EconStor is a publication server for scholarly economic literature, provided as a non-commercial public service by the ZBW. quantile regression econstor endogenous binary regressor https://ideas.repec.org/p/ifs/cemmap/42-19.html Decentralization estimators for instrumental variable quantile regression models Downloadable! The instrumental variable quantile regression (IVQR) model (Chernozhukov and Hansen, 2005) is a popular tool for estimating causal quantile... instrumental variable quantile regression decentralization estimators models https://ideas.repec.org/a/pid/journl/v44y2005i3p271-306.html The Public and Private Sector Pay Gap in Pakistan: A Quantile Regression Analysis Downloadable! This paper examines the magnitude of public/private wage differentials in Pakistan using data drawn from the 2001-02 Pakistan Labour Force... public and private sector https://www.econstor.eu/handle/10419/230810 EconStor: Factorisable Multitask Quantile Regression EconStor is a publication server for scholarly economic literature, provided as a non-commercial public service by the ZBW. econstor multitask quantile regression https://ideas.repec.org/a/spr/compst/v32y2017i3d10.1007_s00180-016-0708-9.html On weighted and locally polynomial directional quantile regression Downloadable (with restrictions)! The article deals with certain quantile regression methods for vector responses. In particular, it describes weighted and... weighted locally polynomial directional quantile https://www.frontiersin.org/journals/earth-science/articles/10.3389/feart.2023.1087385/full Frontiers | Gated recurrent unit neural network (GRU) based on quantile regression (QR) predicts... The prediction of reservoir parameters is the most important part of reservoir evaluation, and porosity is very important among many reservoir parameters. In... gated recurrent unit https://ideas.repec.org/p/iza/izadps/dp5417.html Wage Inequality and Returns to Education in Turkey: A Quantile Regression Analysis Downloadable! This paper investigates the male wage inequality and its evolution over the 1994-2002 period in Turkey by estimating Mincerian wage equations... returns to education wage inequality https://www.econstor.eu/handle/10419/89810 EconStor: Spillover Effects of Studying with Immigrant Students: A Quantile Regression Approach EconStor is a publication server for scholarly economic literature, provided as a non-commercial public service by the ZBW. spillover effects https://ideas.repec.org/a/rmk/rmkbae/v7y2020i2p87-95.html An Empirical Study of Some Driving Factors of CO2 Emissions: Evidence from Quantile Regression Downloadable! A growing body of research has examined the determinants of CO2 emissions. This literature has used mean-based regression methods in which only... https://ideas.repec.org/p/hal/wpaper/halshs-00790688.html Bayesian Unconditional Quantile Regression: An Analysis of Recent Expansions in Wage Structure and... Downloadable! We develop a reliable Bayesian inference for the RIF-regression model of Firpo, Fortin and Lemieux (Econometrica, 2009) in which we first... https://jmlr.org/papers/v21/20-383.html High-dimensional quantile tensor regression high dimensional quantile tensor regression https://openreview.net/forum?id=TS128AgTRw Quantile Reward Policy Optimization: Alignment with Pointwise Regression and Exact Partition... Aligning large language models with pointwise absolute rewards has so far required online, on-policy algorithms such as PPO and GRPO. In contrast, simpler... reward policy quantile optimization alignment https://jmlr.org/papers/v21/19-173.html Ultra-High Dimensional Single-Index Quantile Regression high dimensional single index ultra quantile regression https://www.deutsche-digitale-bibliothek.de/item/Z4ZIGEQMKCKQJ4LFA4K4NBM7FNHPCMFK?lang=en Quantile treatment effects in the regression discontinuity design: process results and gini... treatment effects in the regression discontinuity https://www.mathworks.com/help/stats/regressionquantilelinear.predict.html predict - Predict response for quantile linear regression model - MATLAB This MATLAB function returns predicted response values for the predictor data in the matrix or table X using the trained quantile linear regression model Mdl. linear regression model predict response quantile matlab https://ideas.repec.org/h/eme/aecozz/s0731-9053(03)17005-3.html Estimation, Inference, And Specification Testing For Possibly Misspecified Quantile Regression Downloadable (with restrictions)! To date, the literature on quantile regression and least absolute deviation regression has assumed either explicitly or... estimation inference specification testing possibly https://arxiv.org/abs/2309.07374v1 [2309.07374v1] Beta quantile regression for robust estimation of uncertainty in the presence of... Abstract page for arXiv paper 2309.07374v1: Beta quantile regression for robust estimation of uncertainty in the presence of outliers https://jmlr.org/papers/v21/20-297.html Distributed High-dimensional Regression Under a Quantile Loss Function high dimensional distributed regression quantile loss https://www.iza.org/publications/dp/6802/estimating-and-testing-a-quantile-regression-model-with-interactive-effects Estimating and Testing a Quantile Regression Model with Interactive Effects | IZA@LISER Network This paper proposes a quantile regression estimator for a panel data model with interactive effects potentially correlated with the independent variab... https://www.econstor.eu/handle/10419/145788 EconStor: Democracy and International Trade: Differential Effects from a Panel Quantile Regression... EconStor is a publication server for scholarly economic literature, provided as a non-commercial public service by the ZBW. international trade differential effects https://uwaterloo.ca/embedded-software-group/references/why-you-should-care-about-quantile-regression Why You Should Care About Quantile Regression | Real-time Embedded Software Group | University of... why you should https://www.knmi.nl/kennis-en-datacentrum/publicatie/improving-precipitation-forecasts-using-extreme-quantile-regression KNMI - Improving precipitation forecasts using extreme quantile regression knmi improving precipitation forecasts using https://openreview.net/forum?id=tBKznsUimN Quantile $Q$-Learning: Revisiting Offline Extreme $Q$-Learning with Quantile Regression | OpenReview Offline reinforcement learning (RL) enables policy learning from fixed datasets without further environment interaction, making it particularly valuable in... q learning quantile revisiting offline extreme https://ideas.repec.org/p/arx/papers/2009.00436.html Instrumental Variable Quantile Regression Downloadable! This chapter reviews the instrumental variable quantile regression model of Chernozhukov and Hansen (2005). We discuss the key conditions used... instrumental variable quantile regression https://www.cnb.cz/en/economic-research/research-publications/cnb-working-paper-series/AI-Based-Forecasting-of-Czech-Inflation-Quantile-Regression-Forests-with-Dynamic-Weights-00001 AI-Based Forecasting of Czech Inflation: Quantile Regression Forests with Dynamic Weights - Czech... ai based https://arxiv.org/abs/2503.00716 [2503.00716] Quantile Residual Lifetime Regression for Multivariate Failure Time Data Abstract page for arXiv paper 2503.00716: Quantile Residual Lifetime Regression for Multivariate Failure Time Data 2503 00716 quantile residual lifetime https://jmlr.org/papers/v24/23-0104.html Fast Expectation Propagation for Heteroscedastic, Lasso-Penalized, and Quantile Regression expectation propagation fast heteroscedastic lasso quantile https://ideas.repec.org/p/eca/wpaper/2013-342212.html Nonparametric Multiple-Output Center-Outward Quantile Regression Downloadable! Based on the novel concept of multivariate center-outward quantiles introduced recently in Chernozhukov et al. (2017) and Hallin et al. (2021),... nonparametric multiple output center outward https://www.nber.org/papers/w21033 IV Quantile Regression for Group-level Treatments, with an Application to the Distributional... Founded in 1920, the NBER is a private, non-profit, non-partisan organization dedicated to conducting economic research and to disseminating research findings... https://www.econstor.eu/handle/10419/174133 EconStor: Quantile regression and the gender wage gap: Is there a glass ceiling in the Turkish... EconStor is a publication server for scholarly economic literature, provided as a non-commercial public service by the ZBW. https://pmc.ncbi.nlm.nih.gov/articles/PMC10616398/ COVID-19 pandemic and financial market volatility: A quantile regression approach - PMC The study examined the nexus between the COVID-19 pandemic and the market volatility of the global markets. For this purpose, a 30-country sample was used... covid 19 pandemic financial market https://www.cnb.cz/en/economic-research/research-publications/cnb-working-paper-series/AI-Based-Forecasting-of-Czech-Inflation-Quantile-Regression-Forests-with-Dynamic-Weights-00001/ AI-Based Forecasting of Czech Inflation: Quantile Regression Forests with Dynamic Weights - Czech... ai based https://ideas.repec.org/a/eee/econom/v68y1995i2p303-338.html Estimating the asymptotic covariance matrix for quantile regression models a Monte Carlo study Downloadable (with restrictions)! No abstract is available for this item. https://ideas.repec.org/p/lap/wpaper/016.html Individual Heterogeneity in the Returns to Schooling: Instrumental Variables Quantile Regression... Downloadable! Considerable effort has been exercised recently in estimating mean returns to education while carefully considering biases arising from... in the instrumental variables individual heterogeneity returns